Low-Pass Semantics with a Bit of Discourse - November 2013
Explore advances in natural language processing and the challenge of creating systems that understand text, with insights on leveraging distributional regularities for effective analysis.
Learning with Marginalized Corrupted Features
Explore machine learning with marginalized corrupted features, a novel approach to enhance generalization and scalability in finite data scenarios. Discover applications in risk minimization and document representation.
Prompting Language Models Improves Quoting from Pre-Training Data - EACL 2024
Explore how "according-to" prompting enhances LLMs' ability to ground responses in factual data, reducing hallucinations and improving task performance across diverse corpora.
Introduction to Arabic Natural Language Processing - Part 1
Explore Arabic NLP fundamentals, covering linguistic challenges and computational approaches for processing the Arabic language.
A Stochastic Feedback Model for Image Retrieval
Explore a stochastic feedback model for image retrieval, presented by Donald Geman from Johns Hopkins University's Center for Language & Speech Processing.
The Search for a New Visual Search - Beyond Language
Exploring AI-powered visual search beyond text, focusing on composition-aware technology for precise image retrieval using machine vision, NLP, and information retrieval techniques.
Cache Side Channel Attack - Exploitability and Countermeasures
Explore dangerous cache attacks, their characteristics, and real-world applications. Learn about exploitability, countermeasures, and key takeaways for protecting against these privacy-violating threats.
Phishing Past Mail Protection Controls Using Azure Information Protection
Explore Azure Information Protection's role in phishing attacks, including features, detection methods, and demos on classification, encryption, and tracking.
Humpty Dumpty - Controlling Word Meanings via Corpus Poisoning
Explore how attackers can manipulate word embeddings through corpus modifications, affecting downstream NLP tasks and fooling defenses. Learn about implications for information retrieval and translation.
Hibernate You Know It but Actually You Don't
Discover advanced Hibernate features like full-text search, geospatial queries, change auditing, NoSQL persistence, and caching. Learn about new capabilities in Hibernate ORM 5 to enhance your Java applications.
Hibernate You Know It but Actually You Don't
Discover advanced Hibernate features for full-text search, geospatial queries, auditing, NoSQL persistence, and caching. Learn about Hibernate ORM 5 updates and explore the broader Hibernate ecosystem.
Graph Neural Networks - Algorithm & Applications
Explore graph neural networks, their architecture, and applications in AI. Learn about graph representations, deep learning algorithms, and real-world use cases in document classification and action recognition.
Pwning the Micro-Bit
Explore the Micro:Bit's origins, components, and vulnerabilities to extract user and device information through hardware exploitation techniques.
When Humans Teach Machines
Explore an interactive DIY tool for non-data scientists to train and deploy classifiers, simplifying topic identification in large document sets with minimal data collection and quick model training and tuning.
A Pythonic Full-Text Search
Implement efficient full-text search on Django websites using PostgreSQL, avoiding complexities of external search engines. Learn to enhance content accessibility and improve search functionality.
Building LLM-based Agents - How to Develop Smart NLP-Driven Apps with Haystack
Explore building LLM-based agents with Haystack, connecting them to tools and knowledge bases for smart NLP-driven applications. Learn practical use cases and code examples for developing agent-driven solutions.
Advanced Aspects of the Django Ecosystem - Haystack, Celery & Fabric
Explore advanced Django tools: Haystack for search, Celery for task queues, and Fabric for deployment automation. Enhance your web development skills with practical insights and techniques.
Full Text Search for Trac with Apache Solr
Enhance Trac's search capabilities using Apache Solr. Learn implementation methods, integration with Trac, and advanced features like tokenization, query handling, and indexing for improved search functionality.
Beyond Search
Explore advanced search techniques and algorithms for efficient information retrieval, focusing on practical applications beyond traditional search methods.
From Basic Distance Search to a Complex Multi Criteria Search
Explore advanced Elasticsearch techniques for complex multi-criteria searches, progressing from basic distance queries to production-ready implementations like Airbnb's, using decay functions and custom backends.
Beyond the Basics with Elasticsearch
Explore advanced Elasticsearch scenarios: trend detection using aggregation framework, percolator for reversed search, and geo-enabled search with relevancy for non-trivial data analysis.